Triple
T12517625
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lower Makefield Township, Pennsylvania |
E299228
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object | Yardley, Pennsylvania |
E214497
|
NE FINISHED |
How this triple was built (2 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Yardley, Pennsylvania | Statement: [Lower Makefield Township, Pennsylvania, borders, Yardley, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Yardley, Pennsylvania Context triple: [Lower Makefield Township, Pennsylvania, borders, Yardley, Pennsylvania]
-
A.
Yardley, Pennsylvania
chosen
Yardley, Pennsylvania is a small historic borough along the Delaware River known for its colonial-era roots, charming downtown, and role as a commuter community within Bucks County.
-
B.
Woodlyn, Pennsylvania
Woodlyn, Pennsylvania is a residential community and census-designated place in southeastern Pennsylvania, situated within the suburban region southwest of Philadelphia.
-
C.
Youngwood, Pennsylvania
Youngwood, Pennsylvania is a small borough in Westmoreland County known historically as a railroad town and situated in the Pittsburgh metropolitan area.
-
D.
Laureldale, Pennsylvania
Laureldale, Pennsylvania is a small residential borough in Berks County that functions as a suburban community near the city of Reading.
-
E.
Whitehall, Pennsylvania
Whitehall, Pennsylvania is a suburban borough in Allegheny County, just south of Pittsburgh, known for its residential neighborhoods and access to major transportation routes.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d6ada5cdd48190860d9ce30aff69be |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d9545a2e188190bb92120df740003d |
completed | April 10, 2026, 7:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f655745cec8190b5582eb4a339d501 |
completed | May 2, 2026, 7:50 p.m. |
Created at: April 8, 2026, 9:57 p.m.